Jaan's father was Peeter and his mother was Mai. His paternal grandfather was Pärt and his paternal grandmother is <Unknown>; his maternal grandparents were Hindrik and Els. He had three brothers and four sisters, named Tõnn, Hans, Evert, Ann, Liis, Mari and Kärt.